卖什么
Find what's losing you customers and money in your AI agent and fix it
商业模式拆解
买家：谁掌握预算？
Engineering leaders and founders running AI agents in production (customers: item, Mintlify, Heartbeat).
触发点：什么让他们现在购买？
Agent quality problems and rising per-run costs that cannot be seen from raw logs.
工作流：什么输入变成什么输出？
Instrument agents with a few lines of code, capture traces, detect patterns/topics, query from IDE over MCP, Slack alerts, then benchmark changes in cost and quality.
经济账：省了什么，怎么收费？
Usage-tiered SaaS; item case study claims 45.6% lower modeled cost per run and +25.1% more customer runs.
渠道：怎么接触到客户？
Self-serve "Start free" plus "Book a demo" for Pro and Enterprise; docs and MCP.
融资历史与报道
| 融资日期 | 轮次 | 金额 | 投资方 | 来源 |
|---|---|---|---|---|
| — | YC 2025 秋季 | — | Y Combinator | ycombinator.com |
档案汇总自公开报道和公司官网。商业模式部分是 MaxBC 对这些材料的解读，不是已确认的事实；未知之处留空，不作猜测。 更新于 2026-10-12.